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About fine-tuned foundation models in {{ ml-platform-full-name }}

Fine-tuned foundation models

Foundation model tuning is at the Preview stage.

{{ ml-platform-full-name }} allows you to tune foundation models on your own examples to make them more tailored to your specific needs. Tuning is based on the Fine-tuning method. You can send requests to a fine-tuned model through the {{ ml-platform-name }} Playground interface or through the API using code.

{% note warning %}

Foundation model tuning in {{ ml-platform-name }} is not available as of December 9, 2024. Previously tuned models will no longer be supported along with their base models in accordance with their life cycle.

Use the {{ foundation-models-full-name }} tools to tune models.

{% endnote %}

Information about fine-tuned foundation models as a resource {#info}

The following information is stored about each fine-tuned model:

  • Name and description.
  • Status.
  • Foundation model.
  • Learning rate.
  • Name of the user who tuned the model.
  • Data required for tuning.
  • Model tuning date in UTC format, e.g., November 2, 2023, 17:39.

To get information about models tuned in a project:

  1. {% include find project %}
  2. In the list of available project resources, select {{ ui-key.yc-ui-datasphere.common.models }}.
  3. In the {{ ui-key.yc-ui-datasphere.common.projects-resources }} tab, select {{ ui-key.yc-ui-datasphere.common.tuned-foundation-models }}.

Visibility scope of fine-tuned foundation models {#scope}

A fine-tuned model is a project resource. A community administrator can share fine-tuned models with other community projects by granting access to them in the {{ ui-key.yc-ui-datasphere.common.access }} tab on the model viewing page.

See also {#see-also}